ArticleFrontiers in genetics2021
Why and How to Switch to Genomic Selection: Lessons From Plant and Animal Breeding Experience.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Recent progress in genomic prediction for Hanwoo cattle and its implications for beef quality: review.Animal bioscience · 2026Article
- Heterogeneity of Variances in Milk Yield in Murrah Buffaloes.Animals : an open access journal from MDPI · 2025Article
- Leveraging genetic resources and genomic prediction to enhance flavonol content in cranberry fruit.The plant genome · 2025Article
- Improving genomic prediction for plant disease using environmental covariates.Plant methods · 2025Article
- Genomic prediction in Persian walnut: Optimization levers according to genetic architecture of complex traits.The plant genome · 2025Article
- Genomic selection: Essence, applications, and prospects.The plant genome · 2025Review
- Integrating environmental gradients into breeding: application of genomic reactions norms in a perennial species.Heredity · 2024Article
- Machine learning for genomic and pedigree prediction in sugarcane.The plant genome · 2024Article
- Enhancing grapevine breeding efficiency through genomic prediction and selection index.G3 (Bethesda, Md.) · 2024Article
- Genetic gains in IRRI's rice salinity breeding and elite panel development as a future breeding resource.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
- Revitalizing agriculture: next-generation genotyping and -omics technologies enabling molecular prediction of resilient traits in the Solanaceae family.Frontiers in plant science · 2024Review
- Performance of phenomic selection in rice: Effects of population size and genotype-environment interactions on predictive ability.PloS one · 2024Article
- Genomic selection for tolerance to aluminum toxicity in a synthetic population of upland rice.PloS one · 2024Article
- Ridge regression and deep learning models for genome-wide selection of complex traits in New Mexican Chile peppers.BMC genomic data · 2023Article
- Optimization of Multi-Generation Multi-location Genomic Prediction Models for Recurrent Genomic Selection in an Upland Rice Population.Rice (New York, N.Y.) · 2023Article
- An improved transmissibility model to detect transgenerational transmitted environmental effects.Genetics, selection, evolution : GSE · 2023Article
- Integrated Genomic Selection for Accelerating Breeding Programs of Climate-Smart Cereals.Genes · 2023Review
- The potential of integrative phenomics to harness underutilized crops for improving stress resilience.Frontiers in plant science · 2023Article
- Influence of polymorphisms in candidate genes on carcass and meat quality traits in rabbits.PloS one · 2023Article
- Genomic selection in tropical perennial crops and plantation trees: a review.Molecular breeding : new strategies in plant improvement · 2022Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The present study is a transversal analysis of the interest in genomic selection for plant and animal species. It focuses on the arguments that may convince breeders to switch to genomic selection. The arguments are classified into three different "bricks." The first brick considers the addition of genotyping to improve the accuracy of the prediction of breeding values. The second consists of saving costs and/or shortening the breeding cycle by replacing all or a portion of the phenotyping effort with genotyping. The third concerns population management to improve the choice of parents to either optimize crossbreeding or maintain genetic diversity. We analyse the relevance of these different bricks for a wide range of animal and plant species and sought to explain the differences between species according to their biological specificities and the organization of breeding programs.
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